Vehicles would kill the feeling of alone-ness you get from being in the wasteland.
Unless you had to scavenge all the parts for them and they broke fairly easily like you'd expect a jury rigged vehicle to break, I can see them being so abusable. In Borderlands, for example, I felt far too safe in vehicles. I just roadkilled everything.